Literature DB >> 34674176

Experimental Design for Time-Series RNA-Seq Analysis of Gene Expression and Alternative Splicing.

Nikoleta A Tzioutziou1, Allan B James2, Wenbin Guo1, Cristiane P G Calixto1, Runxuan Zhang3, Hugh G Nimmo2, John W S Brown4,5.   

Abstract

RNA-sequencing (RNA-seq) is currently the method of choice for analysis of differential gene expression. To fully exploit the wealth of data generated from genome-wide transcriptomic approaches, the initial design of the experiment is of paramount importance. Biological rhythms in nature are pervasive and are driven by endogenous gene networks collectively known as circadian clocks. Measuring circadian gene expression requires time-course experiments which take into account time-of-day factors influencing variability in expression levels. We describe here an approach for characterizing diurnal changes in expression and alternative splicing for plants undergoing cooling. The method uses inexpensive everyday laboratory equipment and utilizes an RNA-seq application (3D RNA-seq) that can handle complex experimental designs and requires little or no prior bioinformatics expertise.
© 2022. The Author(s), under exclusive license to Springer Science+Business Media, LLC, part of Springer Nature.

Entities:  

Keywords:  Data validation; Experimental design; Primer design; RNA-seq; Time course

Mesh:

Year:  2022        PMID: 34674176     DOI: 10.1007/978-1-0716-1912-4_14

Source DB:  PubMed          Journal:  Methods Mol Biol        ISSN: 1064-3745


  45 in total

1.  Microarray analysis of diurnal and circadian-regulated genes in Arabidopsis.

Authors:  R Schaffer; J Landgraf; M Accerbi; V Simon; M Larson; E Wisman
Journal:  Plant Cell       Date:  2001-01       Impact factor: 11.277

2.  Enhancer trapping reveals widespread circadian clock transcriptional control in Arabidopsis.

Authors:  Todd P Michael; C Robertson McClung
Journal:  Plant Physiol       Date:  2003-06       Impact factor: 8.340

3.  Roles of the CBF2 and ZAT12 transcription factors in configuring the low temperature transcriptome of Arabidopsis.

Authors:  Jonathan T Vogel; Daniel G Zarka; Heather A Van Buskirk; Sarah G Fowler; Michael F Thomashow
Journal:  Plant J       Date:  2005-01       Impact factor: 6.417

4.  High-resolution temporal profiling of transcripts during Arabidopsis leaf senescence reveals a distinct chronology of processes and regulation.

Authors:  Emily Breeze; Elizabeth Harrison; Stuart McHattie; Linda Hughes; Richard Hickman; Claire Hill; Steven Kiddle; Youn-Sung Kim; Christopher A Penfold; Dafyd Jenkins; Cunjin Zhang; Karl Morris; Carol Jenner; Stephen Jackson; Brian Thomas; Alexandra Tabrett; Roxane Legaie; Jonathan D Moore; David L Wild; Sascha Ott; David Rand; Jim Beynon; Katherine Denby; Andrew Mead; Vicky Buchanan-Wollaston
Journal:  Plant Cell       Date:  2011-03-29       Impact factor: 11.277

5.  Rapid and Dynamic Alternative Splicing Impacts the Arabidopsis Cold Response Transcriptome.

Authors:  Cristiane P G Calixto; Wenbin Guo; Allan B James; Nikoleta A Tzioutziou; Juan Carlos Entizne; Paige E Panter; Heather Knight; Hugh G Nimmo; Runxuan Zhang; John W S Brown
Journal:  Plant Cell       Date:  2018-05-15       Impact factor: 11.277

6.  The DIURNAL project: DIURNAL and circadian expression profiling, model-based pattern matching, and promoter analysis.

Authors:  T C Mockler; T P Michael; H D Priest; R Shen; C M Sullivan; S A Givan; C McEntee; S A Kay; J Chory
Journal:  Cold Spring Harb Symp Quant Biol       Date:  2007

7.  Arabidopsis defense against Botrytis cinerea: chronology and regulation deciphered by high-resolution temporal transcriptomic analysis.

Authors:  Oliver Windram; Priyadharshini Madhou; Stuart McHattie; Claire Hill; Richard Hickman; Emma Cooke; Dafyd J Jenkins; Christopher A Penfold; Laura Baxter; Emily Breeze; Steven J Kiddle; Johanna Rhodes; Susanna Atwell; Daniel J Kliebenstein; Youn-Sung Kim; Oliver Stegle; Karsten Borgwardt; Cunjin Zhang; Alex Tabrett; Roxane Legaie; Jonathan Moore; Bärbel Finkenstadt; David L Wild; Andrew Mead; David Rand; Jim Beynon; Sascha Ott; Vicky Buchanan-Wollaston; Katherine J Denby
Journal:  Plant Cell       Date:  2012-09-28       Impact factor: 11.277

8.  A comparison of the low temperature transcriptomes and CBF regulons of three plant species that differ in freezing tolerance: Solanum commersonii, Solanum tuberosum, and Arabidopsis thaliana.

Authors:  Marcela A Carvallo; María-Teresa Pino; Zoran Jeknic; Cheng Zou; Colleen J Doherty; Shin-Han Shiu; Tony H H Chen; Michael F Thomashow
Journal:  J Exp Bot       Date:  2011-04-21       Impact factor: 6.992

9.  Genome-wide survey of cold stress regulated alternative splicing in Arabidopsis thaliana with tiling microarray.

Authors:  Noam Leviatan; Noam Alkan; Dena Leshkowitz; Robert Fluhr
Journal:  PLoS One       Date:  2013-06-11       Impact factor: 3.240

10.  Global transcriptome analysis reveals circadian regulation of key pathways in plant growth and development.

Authors:  Michael F Covington; Julin N Maloof; Marty Straume; Steve A Kay; Stacey L Harmer
Journal:  Genome Biol       Date:  2008-08-18       Impact factor: 13.583

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